[FreeAllCourse.Com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks

Torrent Hash:
8B335E526D48A890F2C17A9F0A9017BCC88C3B20
Number of Files:
348
Content Size:
3.35GB
Convert On:
2020-09-14
Keywords:
FreeAllCourseComUdemyDeepLearningZ™HandsOnArtificialNeuralNetworks
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File Name
Size
1. Welcome to the course/1. Updates on Udemy Reviews.mp4
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1. Welcome to the course/2. What is Deep Learning.mp4
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1. Welcome to the course/2. What is Deep Learning.srt
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1. Welcome to the course/3. BONUS Learning Paths.html
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1. Welcome to the course/4. Installing Python.mp4
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1. Welcome to the course/4. Installing Python.srt
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1. Welcome to the course/5. How to get the dataset.mp4
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1. Welcome to the course/5. How to get the dataset.srt
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1. Welcome to the course/6. Colab File.html
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1. Welcome to the course/6.1 DL-A-Z-Colab-Run-Instructions.ipynb.zip.zip
2.25KB
1. Welcome to the course/6.2 DL Colab Changes.zip.zip
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1. Welcome to the course/7. BONUS Meet Your Instructors.html
1.19KB
1. Welcome to the course/8. Some Additional Resources!!.html
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1. Welcome to the course/9. FAQBot!.html
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10. Building a CNN/1. How to get the dataset.mp4
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10. Building a CNN/1. How to get the dataset.srt
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10. Building a CNN/10. Building a CNN - Step 7.mp4
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10. Building a CNN/10. Building a CNN - Step 7.srt
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10. Building a CNN/11. Building a CNN - Step 8.mp4
6.8MB
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10. Building a CNN/11. Building a CNN - Step 8.srt
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10. Building a CNN/12. Building a CNN - Step 9.mp4
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10. Building a CNN/12. Building a CNN - Step 9.srt
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10. Building a CNN/13. Building a CNN - Step 10.mp4
20.54MB
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10. Building a CNN/13. Building a CNN - Step 10.srt
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10. Building a CNN/2. Installing Keras.html
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10. Building a CNN/3. Introduction to CNNs.mp4
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10. Building a CNN/3. Introduction to CNNs.srt
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10. Building a CNN/4. Building a CNN - Step 1.mp4
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10. Building a CNN/4. Building a CNN - Step 1.srt
18.52KB
10. Building a CNN/5. Building a CNN - Step 2.mp4
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10. Building a CNN/5. Building a CNN - Step 2.srt
5.68KB
10. Building a CNN/6. Building a CNN - Step 3.mp4
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10. Building a CNN/6. Building a CNN - Step 3.srt
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10. Building a CNN/7. Building a CNN - Step 4.mp4
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10. Building a CNN/7. Building a CNN - Step 4.srt
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10. Building a CNN/8. Building a CNN - Step 5.mp4
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10. Building a CNN/8. Building a CNN - Step 5.srt
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10. Building a CNN/9. Building a CNN - Step 6.mp4
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10. Building a CNN/9. Building a CNN - Step 6.srt
10.35KB
11. Homework - What's that pet/1. Homework Instruction.html
838B
11. Homework - What's that pet/2. Homework Solution.mp4
40.96MB
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11. Homework - What's that pet/2. Homework Solution.srt
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12. Evaluating, Improving and Tuning the CNN/1. Homework Challenge - Get the gold medal.html
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12. Evaluating, Improving and Tuning the CNN/2. Homework Challenge Solution - Get the gold medal.html
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13. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/1. Welcome to Part 3 - Recurrent Neural Networks.html
1.03KB
14. RNN Intuition/1. What You'll Need for RNN.html
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14. RNN Intuition/2. Plan of attack.mp4
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12.7KB
15. Building a RNN/5. Building a RNN - Step 3.mp4
15.91MB
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10.49KB
15. Building a RNN/6. Building a RNN - Step 4.mp4
37.11MB
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25.34KB
15. Building a RNN/7. Building a RNN - Step 5.mp4
26.21MB
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15. Building a RNN/7. Building a RNN - Step 5.srt
19.66KB
15. Building a RNN/8. Building a RNN - Step 6.mp4
6.76MB
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15. Building a RNN/8. Building a RNN - Step 6.srt
6.13KB
15. Building a RNN/9. Building a RNN - Step 7.mp4
20.84MB
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15. Building a RNN/9. Building a RNN - Step 7.srt
15.92KB
16. Evaluating, Improving and Tuning the RNN/1. Evaluating the RNN.html
1.74KB
16. Evaluating, Improving and Tuning the RNN/2. Improving the RNN.html
1.28KB
16. Evaluating, Improving and Tuning the RNN/3. Tuning the RNN.html
693B
17. ------------------------ Part 4 - Self Organizing Maps ------------------------/1. Welcome to Part 4 - Self Organizing Maps.html
333B
18. SOMs Intuition/1. Plan of attack.mp4
4.45MB
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18. SOMs Intuition/1. Plan of attack.srt
6.6KB
18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4
18.49MB
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18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).srt
25KB
18. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4
15.96MB
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18. SOMs Intuition/2. How do Self-Organizing Maps Work.srt
18.3KB
18. SOMs Intuition/3. Why revisit K-Means.mp4
3.45MB
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4.83KB
18. SOMs Intuition/4. K-Means Clustering (Refresher).mp4
21.23MB
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18. SOMs Intuition/4. K-Means Clustering (Refresher).srt
30.89KB
18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).mp4
25.09MB
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18. SOMs Intuition/5. How do Self-Organizing Maps Learn (Part 1).srt
29.08KB
18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).mp4
15.5MB
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18. SOMs Intuition/6. How do Self-Organizing Maps Learn (Part 2).srt
18.36KB
18. SOMs Intuition/7. Live SOM example.mp4
12.68MB
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18. SOMs Intuition/7. Live SOM example.srt
9.13KB
18. SOMs Intuition/8. Reading an Advanced SOM.mp4
43.18MB
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18. SOMs Intuition/8. Reading an Advanced SOM.srt
28.54KB
18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).mp4
12.34MB
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18. SOMs Intuition/9. EXTRA K-means Clustering (part 2).srt
17.06KB
19. Building a SOM/1. How to get the dataset.mp4
6.49MB
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19. Building a SOM/1. How to get the dataset.srt
3.49KB
19. Building a SOM/2. Building a SOM - Step 1.mp4
30.67MB
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19. Building a SOM/2. Building a SOM - Step 1.srt
26.22KB
19. Building a SOM/3. Building a SOM - Step 2.mp4
19.44MB
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19. Building a SOM/3. Building a SOM - Step 2.srt
19.21KB
19. Building a SOM/4. Building a SOM - Step 3.mp4
36.03MB
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19. Building a SOM/4. Building a SOM - Step 3.srt
35.21KB
19. Building a SOM/5. Building a SOM - Step 4.mp4
28.73MB
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19. Building a SOM/5. Building a SOM - Step 4.srt
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2. --------------------- Part 1 - Artificial Neural Networks ---------------------/1. Welcome to Part 1 - Artificial Neural Networks.html
516B
20. Mega Case Study/1. Mega Case Study - Step 1.mp4
4.29MB
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6.65KB
20. Mega Case Study/2. Mega Case Study - Step 2.mp4
9.68MB
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8.74KB
20. Mega Case Study/3. Mega Case Study - Step 3.mp4
35.2MB
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20. Mega Case Study/3. Mega Case Study - Step 3.srt
27.69KB
20. Mega Case Study/4. Mega Case Study - Step 4.mp4
22.74MB
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20. Mega Case Study/4. Mega Case Study - Step 4.srt
21.38KB
21. ------------------------- Part 5 - Boltzmann Machines -------------------------/1. Welcome to Part 5 - Boltzmann Machines.html
1.59KB
22. Boltzmann Machine Intuition/1. Plan of attack.mp4
3.26MB
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5.21KB
22. Boltzmann Machine Intuition/2. Boltzmann Machine.mp4
25.02MB
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22. Boltzmann Machine Intuition/2. Boltzmann Machine.srt
30.23KB
22. Boltzmann Machine Intuition/3. Energy-Based Models (EBM).mp4
15.72MB
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21.83KB
22. Boltzmann Machine Intuition/4. Editing Wikipedia - Our Contribution to the World.mp4
18.44MB
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6.61KB
22. Boltzmann Machine Intuition/5. Restricted Boltzmann Machine.mp4
31.88MB
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37.8KB
22. Boltzmann Machine Intuition/6. Contrastive Divergence.mp4
24.91MB
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31.01KB
22. Boltzmann Machine Intuition/7. Deep Belief Networks.mp4
10.35MB
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10.57KB
22. Boltzmann Machine Intuition/8. Deep Boltzmann Machines.mp4
4.85MB
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6.29KB
23. Building a Boltzmann Machine/1. How to get the dataset.mp4
6.48MB
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23. Building a Boltzmann Machine/1. How to get the dataset.srt
3.49KB
23. Building a Boltzmann Machine/10. Building a Boltzmann Machine - Step 6.mp4
18.8MB
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23. Building a Boltzmann Machine/19. Evaluating the Boltzmann Machine.html
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23. Building a Boltzmann Machine/2. Installing PyTorch.html
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25. AutoEncoders Intuition/2. Auto Encoders.mp4
21.54MB
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25. AutoEncoders Intuition/2. Auto Encoders.srt
21.39KB
25. AutoEncoders Intuition/3. A Note on Biases.mp4
2.05MB
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25. AutoEncoders Intuition/3. A Note on Biases.srt
2.71KB
25. AutoEncoders Intuition/4. Training an Auto Encoder.mp4
11.13MB
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25. AutoEncoders Intuition/4. Training an Auto Encoder.srt
13.38KB
25. AutoEncoders Intuition/5. Overcomplete hidden layers.mp4
6.42MB
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8.11KB
25. AutoEncoders Intuition/6. Sparse Autoencoders.mp4
11.52MB
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12.19KB
25. AutoEncoders Intuition/7. Denoising Autoencoders.mp4
4.74MB
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5.24KB
25. AutoEncoders Intuition/8. Contractive Autoencoders.mp4
4.35MB
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4.89KB
25. AutoEncoders Intuition/9. Stacked Autoencoders.mp4
3.63MB
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25. AutoEncoders Intuition/9. Stacked Autoencoders.srt
3.35KB
26. Building an AutoEncoder/1. How to get the dataset.mp4
6.49MB
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26. Building an AutoEncoder/1. How to get the dataset.srt
3.49KB
26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.mp4
37.93MB
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26. Building an AutoEncoder/10. Building an AutoEncoder - Step 6.srt
34.68KB
26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.mp4
33.7MB
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26. Building an AutoEncoder/11. Building an AutoEncoder - Step 7.srt
27.65KB
26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.mp4
33.84MB
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26. Building an AutoEncoder/12. Building an AutoEncoder - Step 8.srt
31.13KB
26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.mp4
31.61MB
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26. Building an AutoEncoder/13. Building an AutoEncoder - Step 9.srt
27.19KB
26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.mp4
11.27MB
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26. Building an AutoEncoder/14. Building an AutoEncoder - Step 10.srt
9.32KB
26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.mp4
28.3MB
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26. Building an AutoEncoder/15. Building an AutoEncoder - Step 11.srt
23.88KB
26. Building an AutoEncoder/16. THANK YOU bonus video.mp4
52.31MB
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26. Building an AutoEncoder/16. THANK YOU bonus video.srt
2.39KB
26. Building an AutoEncoder/2. Installing PyTorch.html
1.38KB
26. Building an AutoEncoder/3. Same Data Preprocessing in Parts 5 and 6.html
348B
26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.mp4
26.05MB
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26. Building an AutoEncoder/4. Building an AutoEncoder - Step 1.srt
23.05KB
26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.mp4
27.82MB
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26. Building an AutoEncoder/5. Building an AutoEncoder - Step 2.srt
24.01KB
26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.mp4
20.09MB
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26. Building an AutoEncoder/6. Building an AutoEncoder - Step 3.srt
16.2KB
26. Building an AutoEncoder/7. Homework Challenge - Coding Exercise.html
1.54KB
26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.mp4
49.56MB
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26. Building an AutoEncoder/8. Building an AutoEncoder - Step 4.srt
41.1KB
26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.mp4
11.87MB
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26. Building an AutoEncoder/9. Building an AutoEncoder - Step 5.srt
9.93KB
27. ------------------- Annex - Get the Machine Learning Basics -------------------/1. Annex - Get the Machine Learning Basics.html
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28. Regression & Classification Intuition/1. What You Need for Regression & Classification.html
648B
28. Regression & Classification Intuition/2. Simple Linear Regression Intuition - Step 1.mp4
9.47MB
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28. Regression & Classification Intuition/3. Simple Linear Regression Intuition - Step 2.mp4
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28. Regression & Classification Intuition/4. Multiple Linear Regression Intuition.mp4
1.82MB
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28. Regression & Classification Intuition/5. Logistic Regression Intuition.mp4
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32.65KB
29. Data Preprocessing Template/1. Data Preprocessing - Step 1.mp4
13.25MB
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15.35KB
29. Data Preprocessing Template/2. Data Preprocessing - Step 2.mp4
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29. Data Preprocessing Template/3. Data Preprocessing - Step 3.mp4
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29. Data Preprocessing Template/3. Data Preprocessing - Step 3.srt
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29. Data Preprocessing Template/4. Data Preprocessing - Step 4.mp4
28.95MB
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29. Data Preprocessing Template/4. Data Preprocessing - Step 4.srt
24.03KB
29. Data Preprocessing Template/5. Data Preprocessing - Step 5.mp4
22.89MB
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29. Data Preprocessing Template/5. Data Preprocessing - Step 5.srt
21.23KB
29. Data Preprocessing Template/6. Data Preprocessing - Step 6.mp4
22.81MB
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29. Data Preprocessing Template/6. Data Preprocessing - Step 6.srt
21.36KB
29. Data Preprocessing Template/7. Data Preprocessing Template.mp4
8.13MB
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29. Data Preprocessing Template/7. Data Preprocessing Template.srt
7.89KB
3. ANN Intuition/1. Plan of Attack.mp4
4.74MB
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3. ANN Intuition/1. Plan of Attack.srt
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3. ANN Intuition/2. The Neuron.mp4
29.57MB
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3. ANN Intuition/2. The Neuron.srt
35.78KB
3. ANN Intuition/3. The Activation Function.mp4
14.75MB
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1.34KB
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4. Building an ANN/2. How to get the dataset.mp4
6.49MB
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3.49KB
4. Building an ANN/3. Business Problem Description.mp4
16.37MB
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10.3KB
4. Building an ANN/4. Installing Keras.html
1.42KB
4. Building an ANN/5. Building an ANN - Step 1.mp4
24.28MB
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26.6KB
4. Building an ANN/6. Building an ANN - Step 2.mp4
45.86MB
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35.9KB
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8.37MB
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6.5KB
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5.95MB
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4.53KB
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29.59MB
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24.92KB
5. Homework Challenge - Should we say goodbye to that customer/1. Homework Instruction.html
682B
5. Homework Challenge - Should we say goodbye to that customer/2. Homework Solution.mp4
37.62MB
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21.16KB
6. Evaluating, Improving and Tuning the ANN/1. Evaluating the ANN.mp4
55.84MB
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40.15KB
6. Evaluating, Improving and Tuning the ANN/2. Improving the ANN.mp4
19.83MB
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13.7KB
6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.mp4
50.76MB
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6. Evaluating, Improving and Tuning the ANN/3. Tuning the ANN.srt
36.62KB
7. Homework Challenge - Put me one step down on the podium/1. Homework Instruction.html
426B
8. -------------------- Part 2 - Convolutional Neural Networks --------------------/1. Welcome to Part 2 - Convolutional Neural Networks.html
323B
9. CNN Intuition/1. What You'll Need for CNN.html
386B
9. CNN Intuition/10. Softmax & Cross-Entropy.mp4
33.23MB
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34.61KB
9. CNN Intuition/2. Plan of attack.mp4
4.92MB
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7.43KB
9. CNN Intuition/3. What are convolutional neural networks.mp4
29.5MB
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31.07KB
9. CNN Intuition/4. Step 1 - Convolution Operation.mp4
31.02MB
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32.24KB
9. CNN Intuition/5. Step 1(b) - ReLU Layer.mp4
14.09MB
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12.49KB
9. CNN Intuition/6. Step 2 - Pooling.mp4
40.25MB
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28.51KB
9. CNN Intuition/7. Step 3 - Flattening.mp4
3.27MB
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3.77KB
9. CNN Intuition/8. Step 4 - Full Connection.mp4
42.74MB
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9. CNN Intuition/8. Step 4 - Full Connection.srt
38.56KB
9. CNN Intuition/9. Summary.mp4
7.91MB
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9. CNN Intuition/9. Summary.srt
8.47KB
Read Me.txt
1.02KB
[FreeAllCourse.Com].URL
228B

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